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ResearchFormerly WizWand

Question Answering on MetaQA 3-hop (Average Edge Budget)

2.1Average Edge BudgetAutoGen
0.76881.11441.461.8056Sep 25, 2025
Updated 7mo ago

Evaluation results

MethodLinks
AutoGenFamily=Agent-based (Qwen3-32B)2025.092.1
Graph-of-ThoughtsFamily=Agent-based (Qwen3-32B)2025.091.85
KG-AgentFamily=Agent-based (Qwen3-32B)2025.091.58
GraphRAGFamily=RAG-based (Qwen3-32B)2025.091.55
ReActFamily=Agent-based (Qwen3-32B)2025.091.35
Hybrid RAGFamily=RAG-based (Qwen3-32B)2025.091.2
Vanilla RAGFamily=RAG-based (Qwen3-32B)2025.091
CLAUSEFamily=Ours2025.090.9
LightRAGFamily=RAG-based (Qwen3-32B)2025.090.82